Book Volume 9521 2015

Foundations of Biomedical Knowledge Representation

Methods and Applications

Editors:

ISBN: 978-3-319-28006-6 (Print) 978-3-319-28007-3 (Online)

Table of contents (20 chapters)

  1. Front Matter

    Pages I-XII

  2. Introduction

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-7

      How to Read the Book “Foundations of Biomedical Knowledge Representation”

    3. No Access

      Chapter

      Pages 9-32

      An Introduction to Knowledge Representation and Reasoning in Healthcare

  3. Diagnosis of Disease

    1. Front Matter

      Pages 33-33

    2. No Access

      Chapter

      Pages 35-45

      Representing Knowledge for Clinical Diagnostic Reasoning

    3. No Access

      Chapter

      Pages 47-67

      Automated Diagnosis of Breast Cancer on Medical Images

  4. Monitoring of Health and Disease and Conformance

    1. Front Matter

      Pages 69-69

    2. No Access

      Chapter

      Pages 71-80

      Monitoring in the Healthcare Setting

    3. No Access

      Chapter

      Pages 81-106

      Conformance Verification of Clinical Guidelines in Presence of Computerized and Human-Enhanced Processes

    4. No Access

      Chapter

      Pages 107-136

      Modelling and Monitoring the Individual Patient in Real Time

  5. Assessment of Health and Personalisation

    1. Front Matter

      Pages 137-137

    2. No Access

      Chapter

      Pages 139-141

      Personalised Medicine: Taking a New Look at the Patient

    3. No Access

      Chapter

      Pages 143-158

      Graphical Modelling in Genetics and Systems Biology

    4. No Access

      Chapter

      Pages 159-178

      Chain Graphs and Gene Networks

  6. Prediction and Prognosis of Health and Disease

    1. Front Matter

      Pages 179-179

    2. No Access

      Chapter

      Pages 181-188

      Prediction and Prognosis of Health and Disease

    3. No Access

      Chapter

      Pages 189-205

      Trajectories Through the Disease Process: Cross Sectional and Longitudinal Studies

    4. No Access

      Chapter

      Pages 207-218

      Dynamic Bayesian Network for Cervical Cancer Screening

    5. No Access

      Chapter

      Pages 219-232

      Modeling Dynamic Processes with Memory by Higher Order Temporal Models

  7. Treatment of Disease

    1. Front Matter

      Pages 233-233

    2. No Access

      Chapter

      Pages 235-241

      Treatment of Disease: The Role of Knowledge Representation for Treatment Selection

    3. No Access

      Chapter

      Pages 243-257

      Predicting Adverse Drug Events from Electronic Medical Records

    4. No Access

      Chapter

      Pages 259-278

      User Modelling for Patient Tailored Virtual Rehabilitation

  8. Recommendation

    1. Front Matter

      Pages 279-279

    2. No Access

      Chapter

      Pages 281-286

      Supporting Physicians and Patients Through Recommendation: Guidelines and Beyond

    3. No Access

      Chapter

      Pages 287-315

      A Hybrid Approach to the Verification of Computer Interpretable Guidelines

    4. No Access

      Chapter

      Pages 317-337

      Aggregation of Clinical Evidence Using Argumentation: A Tutorial Introduction

  9. Back Matter

    Pages 339-339